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fujenchu avatar fujenchu commented on June 28, 2024 1

Cool! Thanks for your reply. I just got it working.

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nqanh avatar nqanh commented on June 28, 2024

Hi, please see #19 and http://cgm.technion.ac.il/Computer-Graphics-Multimedia/Software/FGEval/

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fujenchu avatar fujenchu commented on June 28, 2024

Hi Dr. Nguyen,

I just realized that previous works evaluated their approaches by first cropping images with ground truth mask for bounding boxes. I am wondering if you follow the same procedure (cropping the region of interest) or you pass the whole images for F score to get the results described in the paper? Thank you very much.

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nqanh avatar nqanh commented on June 28, 2024

We pass the whole image and evaluate F score. Please see paper for more details.

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fujenchu avatar fujenchu commented on June 28, 2024

I see. Thank you very much!
I've read the paper and we are wondering how many epochs you have trained on UMD dataset for getting the results? It seems the hyperparameters in the repo are for IIT. Would you mind to provide the hyperparameters for UMD if possible? It seems stepsize of 150k in solver.prototxt is large for UMD given the dataset size. Thank you in advance!

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nqanh avatar nqanh commented on June 28, 2024

You can just train then stop when the lost doesn't decrease anymore :)

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